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Build agents that act on behalf of users
Most agents are demos. They call APIs. They look impressive. But the moment they need to act as a specific user in a real system, with real permissions, they fall apart.
This hackathon is about that last mile. Build an AI agent that doesn't just execute tasks - it does it as the right person, with the right access, in the right context.
Date: Saturday, June 27
Location: TBD, San Francisco
The problem
Connecting an agent to a CRM (or any app) is easy. Updating a record as a specific user, respecting their tenant, their permissions, their identity is where most demos break.
Today, you're solving the hard part. You'll build agents that act on behalf of real users using Scalekit's SDK: not as root, not as a service account, but as the person the action belongs to.
Two problem tracks will be updated soon
Schedule
9:30 - 9:45 AM Check-In
Grab your badge & get settled in for the day.
9:45 - 10:15 AM Welcome & Track Overviews
Kickoff, API walkthroughs, & track breakdowns.
10:15 AM - 4:30 PM Build Time
Hack, attend workshops, get mentor guidance. Pizza lunch provided.
4:45 PM Submissions Due
Final code locked. No extensions.
5:00 - 5:25 PM Community showcases
4 companies, 5 mins each - tools & products the room should know about
5:30 - 7:00 PM - Demos & Judging
Present to the room & vote for your favorites.
7:00 - 7:30 PM - Networking & Drinks
Celebrate, connect, & decompress.
Judging criteria
Projects are scored equally across four dimensions:
Innovation (25%) - Is the approach novel? Does it solve the problem in a way we haven't seen before?
Technical Complexity (25%) - How well-built is the solution? Does it genuinely leverage all 3 tools?
Impact (25%) - Does this solve a real problem? Could it scale beyond the demo?
Presentation & Usability (25%) - Is the demo clear & compelling? Would someone actually want to use this?
Cash prizes worth $1K
Who should come
This is for you if you're a founder, hacker, AI engineer, or builder who wants to work on the leading edge of agentic AI. We'll have API docs, live walkthroughs, & mentors on hand all day.
Whether you come solo or with a team, you'll leave with working code, new connections, & a sharper intuition for building agents that actually do things.
About the organizer
Scalekit is the connectivity layer between AI agents & enterprise apps - SaaS apps, APIs, MCP servers. Agent builders use our SDK to let agents act on behalf of users with per-user token lifecycle, scoped permissions, & tool-calling that holds up in production.
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